Yachay AI

Open source text-to-location geotagging models📍🌎

70 followers

Open source text-to-location geotagging models📍🌎

70 followers

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Our confidence and Byt5-based geotagging model predicts coordinates from text alone. On our Github repository, you'll find support for devs building and training their own models, so hop on and ask any question about geotagging texts!

Free

Launch tags:Open Source•Developer Tools•Tech

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Yachay AI

Maker

📌

Our team specializes in NLP and saw that there weren't very accurate geotagging models for text and decided to take on the challenge 💪 We are sharing 100% free datasets and posting challenges to improve our models' architecture. Use your skills and creativity to solve our recent Confident Predictions Selection challenge, improve the model's metrics, and get paid $500 🔥

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3yr ago

Yachay AI

Maker

@nataligmhall an additional note here: we're going to be deploying and providing public access to our geotagging model for texts in Spanish - Star our repository at https://github.com/Yachay-AI/byt... to follow the news. We're also happy to collaborate with other researchers/journalists on their use cases - reach me at alina@yachay.ai

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3yr ago

I'm interested in how the AI model's infra looks like for such a project

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3yr ago

Yachay AI

Maker

@alighned79 we have open sourced our model's architecture, here is the visual graph https://github.com/Yachay-AI/byt...

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3yr ago

@nataligmhall the approach of Byt5-based for geotagging looks interesting. It Would be really helpful if you can enlight how can i use this to do geotagging for a farm land where the end users would be farmers.

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3yr ago

Voxme: AI coach, insights, guidance

That's impressive, especially for projects that require geotagging from textual data! 🗺️ What kind of applications or industries do you see benefiting the most from this geotagging model, and what inspired you to create it?

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3yr ago

Yachay AI

Maker

@ricardo_luz thank you for the support! Our developers were inspired by the technical challenge of creating such a model. Yachay team believes it can have numerous applications like social media analysis, emergency response, urban planning, tourism and travel, environmental studies, market research. See the use-cases we already thought about https://twitter.com/YachayAi For example, we employ geotagging of social media posts related to "Hydro Quebec" to identify precise locations inside the impacted zones of Quebec ice storm and generate a visual map: https://yachay-ai.github.io/use-... showcasing geotagging models as an emergency response tool.

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3yr ago